HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML
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HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms

11 June 2024

Maarten Vandersteegen

Alessio Burrello

Francesco Conti

Daniele Jahier Pagliari

Luca Benini

Marian Verhelst

Papers citing "HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms"

6 / 6 papers shown

Title
MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices Mohamed Amine Hamdi Francesco Daghero G. M. Sarda Josse Van Delm Arne Symons Luca Benini Marian Verhelst Daniele Jahier Pagliari Alessio Burrello 29 1 0 11 Oct 2024
On-device Online Learning and Semantic Management of TinyML Systems Haoyu Ren Xue Li Darko Anicic Thomas Runkler 42 3 0 13 May 2024
Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output Channel Pruning on Computer Vision Tasks Guanhua Ding Zexi Ye Zhen Zhong Gang Li David Shao 39 0 0 29 Mar 2024
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures Fabrizio Ferrandi S. Curzel Leandro Fiorin Daniele Ielmini Cristina Silvano ... Salvatore Filippone F. L. Presti Francesco Silvestri P. Palazzari Stefania Perri 26 4 0 29 Nov 2023
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing Francesco Conti G. Paulin Angelo Garofalo D. Rossi Alfio Di Mauro Georg Rutishauser G. Ottavi M. Eggiman Hayate Okuhara Luca Benini 20 14 0 15 May 2023
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 110 466 0 17 Oct 2020